Long-Short Term Memory Neural Network Stability and Stabilization using Linear Matrix Inequalities.
Shankar A. DekaDusan M. StipanovicBoris MurmannClaire J. TomlinPublished in: ISCAS (2019)
Keyphrases
- lyapunov function
- neural network
- linear matrix inequality
- sufficient conditions
- recurrent neural networks
- nonlinear systems
- control method
- hopfield neural network
- optimal control
- control law
- semidefinite programming
- exponential stability
- asymptotic stability
- pattern recognition
- robust stability
- stability analysis
- artificial neural networks
- artificial intelligence
- fuzzy systems
- back propagation
- guaranteed cost
- genetic algorithm
- feed forward neural networks
- fuzzy logic
- takagi sugeno
- fuzzy model
- support vector machine
- parameter uncertainties